Computational Mechanics with Neural Networks (Record no. 75476)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03127nam a22005775i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-030-66111-3 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220801213701.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210226s2021 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783030661113 |
| -- | 978-3-030-66111-3 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 620.1 |
| 100 1# - AUTHOR NAME | |
| Author | Yagawa, Genki. |
| 245 10 - TITLE STATEMENT | |
| Title | Computational Mechanics with Neural Networks |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XII, 228 p. 79 illus. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes on Numerical Methods in Engineering and Sciences, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Part I: Machine Learning Technologies for Computational Mechanics.-Chapter 1. Computers and Network -- Chapter 2. Feedforward Neural Networks -- Chapter 3. Deep Learning -- Chapter 4. Mutually Connected Neural Networks -- Chapter 5. Other Neural Networks.-Chapter 6. Other Algorithms and Systems -- Part II Applications: Chapter 7. Introductory Remarks. Chapter 8. Constitutive Models -- Chapter 9. Numerical Quadrature -- Chapter 10. Identifications of Analysis Parameters. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine learning methods in computational mechanics. Part II highlights the applications of neural networks to a variety of problems of computational mechanics. The final chapter gives perspectives to the applications of the deep learning to computational mechanics. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Oishi, Atsuya. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-030-66111-3 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2021. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Mechanics, Applied. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Neural networks (Computer science) . |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | System theory. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Machine learning. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Engineering Mechanics. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Mathematical Models of Cognitive Processes and Neural Networks. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Complex Systems. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Machine Learning. |
| 700 1# - AUTHOR 2 | |
| -- | (orcid)0000-0001-6820-6898 |
| -- | https://orcid.org/0000-0001-6820-6898 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1877-735X |
| 912 ## - | |
| -- | ZDB-2-ENG |
| 912 ## - | |
| -- | ZDB-2-SXE |
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